Notes

AI
Bayesian
Complexity Theory
Constraint Satisfaction Problem
Cryptography
Data Science
- Data
- Data Visualization
- Database
- Dimensionality Reduction
- Machine Learning
- Bias
- Binning
- Contingency table for binary data
- Correlation Analysis
- Cross-Industry Standard Process for Data Mining
- Data Cleaning
- Data Compression
- Data Discretization
- Data Ingestion
- Data Integration
- Data Mining in the ML and Statistics Community
- Data Preparation
- Data Profiling
- Data Quality
- Data Reduction
- Data Segregation
- Data Transformation
- Gaussian Mixture Expectation Maximization
- Gewichteter Mittelwert
- Histogram Analysis
- Log-Likelihood
- Metriken
- Min-Max Normalization
- Sample
- Sampling
- Simple Matching Coefficient
Decision Theory
Distances
Fourier Transform
Frequent Item
Graph
Information Theory
Knowledge Representation
Logic
Markov
Mathematics
media
Optimization
Other
Pattern Recognition
Search
Sort
Statistics
INDEX
MOC - Introduction to Statistics and Statistical Programming
MOC - Stochastische Modellbildung

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Performance Evaluation Metrics

Receiver Operating Characteristic

Local graph

Data Science
Machine Learning
Evaluation
Area under curve

Area under curve

The area under a ROC Curve.
If this would be 1, then it would be the perfect classifier.